Job Status

I am looking for machine learning experts to help build out a simple (algorithm) to summarize news articles into 60-80 words in length.
This is an experiment and would need all the advice needed to get a simple working prototype going.
Whether you use an API like Prediction.io or other open source ones, I am open.

I am developing a serverside application and need to integrate machine learning intelligence (classification of text) based on a known training set. This job is about terminologies like "machine learning", "classification", "soft k-means", "clustering", "supervised LDA", "support vectors", "feature extraction" or similar.
I have a technical background but am by no means a data scientist - I would do my best to provide quality feedback if needed though.
Requirements:
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A pipeline to process medical data.
I have:
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training set data and ...

Need to develop a document abstraction tool. The web application need to be able to take in Word document or PDF then based on data dictionary abstract paragraphs or sections of the document into abstracts. It also need to provide a probability number of how confident it is about the abstraction.